Overview
Brought to you by YData
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 4943 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 463.5 KiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 3 |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
annualHomeownersInsurance is highly overall correlated with bathrooms and 5 other fields | High correlation |
bathrooms is highly overall correlated with annualHomeownersInsurance and 3 other fields | High correlation |
bedrooms is highly overall correlated with annualHomeownersInsurance and 3 other fields | High correlation |
homeType_CONDO is highly overall correlated with annualHomeownersInsurance and 2 other fields | High correlation |
homeType_OTHER is highly overall correlated with homeType_SINGLE_FAMILY | High correlation |
homeType_SINGLE_FAMILY is highly overall correlated with annualHomeownersInsurance and 3 other fields | High correlation |
livingArea is highly overall correlated with annualHomeownersInsurance and 3 other fields | High correlation |
price is highly overall correlated with annualHomeownersInsurance and 5 other fields | High correlation |
homeType_OTHER is highly imbalanced (54.5%) | Imbalance |
monthlyHoaFee is highly skewed (γ1 = 66.59234387) | Skewed |
monthlyHoaFee has 3954 (80.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-26 21:22:13.563648 |
|---|---|
| Analysis finished | 2024-11-26 21:22:37.097402 |
| Duration | 23.53 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
longitude
Real number (ℝ)
| Distinct | 3695 |
|---|---|
| Distinct (%) | 74.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -148.97898 |
| Minimum | -150.01093 |
|---|---|
| Maximum | -70.4831 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4943 |
| Negative (%) | 100.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | -150.01093 |
|---|---|
| 5-th percentile | -149.9591 |
| Q1 | -149.92893 |
| median | -149.87282 |
| Q3 | -149.81335 |
| 95-th percentile | -149.72786 |
| Maximum | -70.4831 |
| Range | 79.52783 |
| Interquartile range (IQR) | 0.115585 |
Descriptive statistics
| Standard deviation | 7.6134825 |
|---|---|
| Coefficient of variation (CV) | -0.051104409 |
| Kurtosis | 75.159795 |
| Mean | -148.97898 |
| Median Absolute Deviation (MAD) | 0.05776 |
| Skewness | 8.693605 |
| Sum | -736403.08 |
| Variance | 57.965116 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -149.73212 | 13 | 0.3% |
| -149.94147 | 13 | 0.3% |
| -149.89989 | 12 | 0.2% |
| -149.92009 | 12 | 0.2% |
| -149.72975 | 11 | 0.2% |
| -149.82962 | 10 | 0.2% |
| -149.88034 | 8 | 0.2% |
| -149.89291 | 8 | 0.2% |
| -149.89194 | 7 | 0.1% |
| -149.94337 | 7 | 0.1% |
| Other values (3685) | 4842 |
| Value | Count | Frequency (%) |
| -150.01093 | 1 | |
| -150.0097 | 1 | |
| -150.00902 | 1 | |
| -150.00879 | 1 | |
| -150.00493 | 1 | |
| -150.0028 | 1 | |
| -150.00247 | 1 | |
| -150.00201 | 1 | |
| -150.00186 | 1 | |
| -150.00182 | 1 |
| Value | Count | Frequency (%) |
| -70.4831 | 1 | |
| -70.483406 | 2 | |
| -71.42977 | 1 | |
| -72.25583 | 1 | |
| -73.088585 | 1 | |
| -73.171455 | 1 | |
| -73.702896 | 1 | |
| -73.819725 | 1 | |
| -73.860085 | 1 | |
| -73.893456 | 1 |
monthlyHoaFee
Real number (ℝ)
Skewed  Zeros 
| Distinct | 213 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.672871 |
| Minimum | 0 |
|---|---|
| Maximum | 45929 |
| Zeros | 3954 |
| Zeros (%) | 80.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 348 |
| Maximum | 45929 |
| Range | 45929 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 664.56376 |
|---|---|
| Coefficient of variation (CV) | 11.522987 |
| Kurtosis | 4595.8062 |
| Mean | 57.672871 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 66.592344 |
| Sum | 285077 |
| Variance | 441644.99 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3954 | |
| 18 | 29 | 0.6% |
| 25 | 28 | 0.6% |
| 90 | 24 | 0.5% |
| 300 | 23 | 0.5% |
| 400 | 21 | 0.4% |
| 115 | 20 | 0.4% |
| 265 | 19 | 0.4% |
| 272 | 17 | 0.3% |
| 338 | 16 | 0.3% |
| Other values (203) | 792 | 16.0% |
| Value | Count | Frequency (%) |
| 0 | 3954 | |
| 4 | 13 | 0.3% |
| 6 | 5 | 0.1% |
| 8 | 5 | 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 6 | 0.1% |
| 12 | 14 | 0.3% |
| 13 | 12 | 0.2% |
| 15 | 11 | 0.2% |
| 16 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 45929 | 1 | < 0.1% |
| 1307 | 4 | |
| 1191 | 1 | < 0.1% |
| 1114 | 1 | < 0.1% |
| 873 | 2 | < 0.1% |
| 830 | 1 | < 0.1% |
| 752 | 4 | |
| 691 | 1 | < 0.1% |
| 681 | 6 | |
| 664 | 1 | < 0.1% |
annualHomeownersInsurance
Real number (ℝ)
High correlation 
| Distinct | 2074 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1681.3073 |
| Minimum | 5 |
|---|---|
| Maximum | 11550 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 660.1 |
| Q1 | 1245 |
| median | 1630 |
| Q3 | 1972 |
| 95-th percentile | 2894.4 |
| Maximum | 11550 |
| Range | 11545 |
| Interquartile range (IQR) | 727 |
Descriptive statistics
| Standard deviation | 740.1802 |
|---|---|
| Coefficient of variation (CV) | 0.44024088 |
| Kurtosis | 13.627176 |
| Mean | 1681.3073 |
| Median Absolute Deviation (MAD) | 362 |
| Skewness | 2.1059821 |
| Sum | 8310702 |
| Variance | 547866.74 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1630 | 14 | 0.3% |
| 1733 | 12 | 0.2% |
| 1633 | 12 | 0.2% |
| 1743 | 11 | 0.2% |
| 1691 | 11 | 0.2% |
| 1341 | 11 | 0.2% |
| 1677 | 10 | 0.2% |
| 1696 | 10 | 0.2% |
| 1762 | 9 | 0.2% |
| 1310 | 9 | 0.2% |
| Other values (2064) | 4834 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 252 | 1 | |
| 335 | 1 | |
| 366 | 1 | |
| 378 | 2 | |
| 382 | 1 | |
| 384 | 1 | |
| 388 | 1 | |
| 394 | 1 | |
| 397 | 1 |
| Value | Count | Frequency (%) |
| 11550 | 1 | |
| 8646 | 1 | |
| 8004 | 1 | |
| 7710 | 1 | |
| 6688 | 1 | |
| 6539 | 1 | |
| 6274 | 1 | |
| 6273 | 1 | |
| 6143 | 1 | |
| 6071 | 1 |
livingArea
Real number (ℝ)
High correlation 
| Distinct | 1860 |
|---|---|
| Distinct (%) | 37.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1812.9887 |
| Minimum | 1 |
|---|---|
| Maximum | 14500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 744 |
| Q1 | 1171.5 |
| median | 1716 |
| Q3 | 2147.5 |
| 95-th percentile | 3511.8 |
| Maximum | 14500 |
| Range | 14499 |
| Interquartile range (IQR) | 976 |
Descriptive statistics
| Standard deviation | 907.71194 |
|---|---|
| Coefficient of variation (CV) | 0.5006716 |
| Kurtosis | 16.452872 |
| Mean | 1812.9887 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 2.3742231 |
| Sum | 8961603 |
| Variance | 823940.97 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1040 | 67 | 1.4% |
| 1920 | 51 | 1.0% |
| 1824 | 47 | 1.0% |
| 1872 | 43 | 0.9% |
| 1728 | 39 | 0.8% |
| 1976 | 32 | 0.6% |
| 1200 | 31 | 0.6% |
| 988 | 27 | 0.5% |
| 1152 | 26 | 0.5% |
| 1500 | 23 | 0.5% |
| Other values (1850) | 4557 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 20 | 1 | |
| 320 | 1 | |
| 399 | 2 | |
| 400 | 1 | |
| 404 | 1 | |
| 415 | 1 | |
| 446 | 1 | |
| 450 | 1 |
| Value | Count | Frequency (%) |
| 14500 | 1 | |
| 13244 | 1 | |
| 8349 | 1 | |
| 7500 | 1 | |
| 7227 | 1 | |
| 7010 | 2 | |
| 7004 | 1 | |
| 6984 | 1 | |
| 6878 | 1 | |
| 6692 | 1 |
zipcode
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98716.434 |
| Minimum | 2649 |
|---|---|
| Maximum | 99518 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | 2649 |
|---|---|
| 5-th percentile | 99501 |
| Q1 | 99502 |
| median | 99507 |
| Q3 | 99515 |
| 95-th percentile | 99518 |
| Maximum | 99518 |
| Range | 96869 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7461.2715 |
|---|---|
| Coefficient of variation (CV) | 0.075582871 |
| Kurtosis | 107.03132 |
| Mean | 98716.434 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -10.18448 |
| Sum | 4.8795533 × 108 |
| Variance | 55670572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99507 | 900 | |
| 99502 | 838 | |
| 99508 | 737 | |
| 99517 | 607 | |
| 99504 | 405 | |
| 99518 | 396 | |
| 99501 | 348 | 7.0% |
| 99515 | 248 | 5.0% |
| 99503 | 240 | 4.9% |
| 99516 | 156 | 3.2% |
| Other values (65) | 68 | 1.4% |
| Value | Count | Frequency (%) |
| 2649 | 3 | |
| 2865 | 1 | < 0.1% |
| 6401 | 1 | < 0.1% |
| 6415 | 1 | < 0.1% |
| 6607 | 1 | < 0.1% |
| 8054 | 1 | < 0.1% |
| 8088 | 1 | < 0.1% |
| 8332 | 1 | < 0.1% |
| 10704 | 1 | < 0.1% |
| 11355 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99518 | 396 | |
| 99517 | 607 | |
| 99516 | 156 | 3.2% |
| 99515 | 248 | 5.0% |
| 99508 | 737 | |
| 99507 | 900 | |
| 99504 | 405 | |
| 99503 | 240 | 4.9% |
| 99502 | 838 | |
| 99501 | 348 | 7.0% |
propertyTaxRate
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3070362 |
| Minimum | 0 |
|---|---|
| Maximum | 2.43 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.31 |
| Q1 | 1.31 |
| median | 1.31 |
| Q3 | 1.31 |
| 95-th percentile | 1.31 |
| Maximum | 2.43 |
| Range | 2.43 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.070111319 |
|---|---|
| Coefficient of variation (CV) | 0.053641451 |
| Kurtosis | 157.39508 |
| Mean | 1.3070362 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.6114206 |
| Sum | 6460.68 |
| Variance | 0.004915597 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.31 | 4874 | |
| 0.63 | 3 | 0.1% |
| 0.59 | 2 | < 0.1% |
| 0.66 | 2 | < 0.1% |
| 1.14 | 2 | < 0.1% |
| 0.91 | 2 | < 0.1% |
| 1.36 | 2 | < 0.1% |
| 0 | 2 | < 0.1% |
| 0.31 | 2 | < 0.1% |
| 0.41 | 2 | < 0.1% |
| Other values (46) | 50 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.31 | 2 | |
| 0.41 | 2 | |
| 0.42 | 2 | |
| 0.45 | 1 | < 0.1% |
| 0.57 | 1 | < 0.1% |
| 0.59 | 2 | |
| 0.61 | 1 | < 0.1% |
| 0.62 | 1 | < 0.1% |
| 0.63 | 3 |
| Value | Count | Frequency (%) |
| 2.43 | 1 | |
| 2.35 | 1 | |
| 2.22 | 2 | |
| 2.13 | 1 | |
| 1.89 | 1 | |
| 1.87 | 1 | |
| 1.85 | 1 | |
| 1.72 | 1 | |
| 1.69 | 1 | |
| 1.66 | 1 |
bathrooms
Real number (ℝ)
High correlation 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0984422 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 24 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.5 |
| median | 2 |
| Q3 | 2.5 |
| 95-th percentile | 3.5 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.97919505 |
|---|---|
| Coefficient of variation (CV) | 0.4666295 |
| Kurtosis | 162.74267 |
| Mean | 2.0984422 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 6.8613747 |
| Sum | 10372.6 |
| Variance | 0.95882295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1960 | |
| 1 | 932 | |
| 3 | 673 | 13.6% |
| 2.5 | 580 | 11.7% |
| 1.5 | 417 | 8.4% |
| 4 | 133 | 2.7% |
| 3.5 | 95 | 1.9% |
| 5 | 32 | 0.6% |
| 4.5 | 24 | 0.5% |
| 0 | 24 | 0.5% |
| Other values (15) | 73 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 24 | 0.5% |
| 0.5 | 10 | 0.2% |
| 1 | 932 | |
| 1.3 | 1 | < 0.1% |
| 1.5 | 417 | 8.4% |
| 1.75 | 15 | 0.3% |
| 1.8 | 1 | < 0.1% |
| 2 | 1960 | |
| 2.25 | 3 | 0.1% |
| 2.5 | 580 | 11.7% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 3 | 0.1% |
| 6.5 | 1 | < 0.1% |
| 6 | 11 | 0.2% |
| 5.5 | 8 | 0.2% |
| 5 | 32 | |
| 4.5 | 24 |
bedrooms
Real number (ℝ)
High correlation 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2055432 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 8 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2507519 |
|---|---|
| Coefficient of variation (CV) | 0.39018409 |
| Kurtosis | 54.123993 |
| Mean | 3.2055432 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.5497933 |
| Sum | 15845 |
| Variance | 1.5643804 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 2091 | |
| 4 | 1203 | |
| 2 | 1000 | |
| 5 | 245 | 5.0% |
| 1 | 200 | 4.0% |
| 6 | 138 | 2.8% |
| 7 | 25 | 0.5% |
| 8 | 14 | 0.3% |
| 10 | 11 | 0.2% |
| 0 | 8 | 0.2% |
| Other values (4) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 8 | 0.2% |
| 1 | 200 | 4.0% |
| 2 | 1000 | |
| 3 | 2091 | |
| 4 | 1203 | |
| 5 | 245 | 5.0% |
| 6 | 138 | 2.8% |
| 7 | 25 | 0.5% |
| 8 | 14 | 0.3% |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 10 | 11 | 0.2% |
| 9 | 5 | 0.1% |
| 8 | 14 | 0.3% |
| 7 | 25 | 0.5% |
| 6 | 138 | 2.8% |
| 5 | 245 | 5.0% |
| 4 | 1203 |
price
Real number (ℝ)
High correlation 
| Distinct | 3196 |
|---|---|
| Distinct (%) | 64.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 400306.77 |
| Minimum | 1250 |
|---|---|
| Maximum | 2750000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.7 KiB |
Quantile statistics
| Minimum | 1250 |
|---|---|
| 5-th percentile | 157120 |
| Q1 | 296400 |
| median | 388200 |
| Q3 | 469550 |
| 95-th percentile | 689240 |
| Maximum | 2750000 |
| Range | 2748750 |
| Interquartile range (IQR) | 173150 |
Descriptive statistics
| Standard deviation | 176233.14 |
|---|---|
| Coefficient of variation (CV) | 0.44024522 |
| Kurtosis | 13.626887 |
| Mean | 400306.77 |
| Median Absolute Deviation (MAD) | 86200 |
| Skewness | 2.105954 |
| Sum | 1.9787164 × 109 |
| Variance | 3.1058121 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 388100 | 7 | 0.1% |
| 420900 | 6 | 0.1% |
| 375900 | 6 | 0.1% |
| 419500 | 6 | 0.1% |
| 403900 | 6 | 0.1% |
| 462800 | 6 | 0.1% |
| 394000 | 6 | 0.1% |
| 411600 | 6 | 0.1% |
| 417600 | 5 | 0.1% |
| 412600 | 5 | 0.1% |
| Other values (3186) | 4884 |
| Value | Count | Frequency (%) |
| 1250 | 1 | |
| 60000 | 1 | |
| 79700 | 1 | |
| 87100 | 1 | |
| 90100 | 2 | |
| 91000 | 1 | |
| 91500 | 1 | |
| 92400 | 1 | |
| 93800 | 1 | |
| 94600 | 1 |
| Value | Count | Frequency (%) |
| 2750000 | 1 | |
| 2058500 | 1 | |
| 1905800 | 1 | |
| 1835600 | 1 | |
| 1592300 | 1 | |
| 1556900 | 1 | |
| 1493700 | 1 | |
| 1493600 | 1 | |
| 1462700 | 1 | |
| 1445400 | 1 |
homeType_CONDO
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4192 | |
| 1 | 751 | 15.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4192 | |
| 1 | 751 | 15.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4192 | |
| 1 | 751 | 15.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4192 | |
| 1 | 751 | 15.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4192 | |
| 1 | 751 | 15.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4192 | |
| 1 | 751 | 15.2% |
homeType_SINGLE_FAMILY
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3613 | |
| 0 | 1330 | 26.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3613 | |
| 0 | 1330 | 26.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3613 | |
| 0 | 1330 | 26.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3613 | |
| 0 | 1330 | 26.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3613 | |
| 0 | 1330 | 26.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3613 | |
| 0 | 1330 | 26.9% |
homeType_OTHER
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4470 | |
| 1 | 473 | 9.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4470 | |
| 1 | 473 | 9.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4470 | |
| 1 | 473 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4470 | |
| 1 | 473 | 9.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4470 | |
| 1 | 473 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4943 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4470 | |
| 1 | 473 | 9.6% |
Interactions
Correlations
| annualHomeownersInsurance | bathrooms | bedrooms | homeType_CONDO | homeType_OTHER | homeType_SINGLE_FAMILY | livingArea | longitude | monthlyHoaFee | price | propertyTaxRate | zipcode | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| annualHomeownersInsurance | 1.000 | 0.711 | 0.662 | 0.672 | 0.114 | 0.522 | 0.879 | -0.052 | -0.257 | 1.000 | -0.001 | -0.014 |
| bathrooms | 0.711 | 1.000 | 0.592 | 0.086 | 0.211 | 0.056 | 0.755 | 0.007 | -0.060 | 0.711 | -0.013 | 0.024 |
| bedrooms | 0.662 | 0.592 | 1.000 | 0.290 | 0.367 | 0.164 | 0.729 | 0.027 | -0.278 | 0.662 | 0.036 | 0.031 |
| homeType_CONDO | 0.672 | 0.086 | 0.290 | 1.000 | 0.136 | 0.697 | 0.450 | 0.000 | 0.000 | 0.671 | 0.040 | 0.000 |
| homeType_OTHER | 0.114 | 0.211 | 0.367 | 0.136 | 1.000 | 0.535 | 0.187 | 0.065 | 0.000 | 0.114 | 0.074 | 0.000 |
| homeType_SINGLE_FAMILY | 0.522 | 0.056 | 0.164 | 0.697 | 0.535 | 1.000 | 0.311 | 0.047 | 0.000 | 0.521 | 0.045 | 0.011 |
| livingArea | 0.879 | 0.755 | 0.729 | 0.450 | 0.187 | 0.311 | 1.000 | 0.018 | -0.214 | 0.879 | 0.016 | -0.017 |
| longitude | -0.052 | 0.007 | 0.027 | 0.000 | 0.065 | 0.047 | 0.018 | 1.000 | -0.021 | -0.052 | -0.062 | 0.001 |
| monthlyHoaFee | -0.257 | -0.060 | -0.278 | 0.000 | 0.000 | 0.000 | -0.214 | -0.021 | 1.000 | -0.257 | -0.032 | -0.011 |
| price | 1.000 | 0.711 | 0.662 | 0.671 | 0.114 | 0.521 | 0.879 | -0.052 | -0.257 | 1.000 | -0.001 | -0.014 |
| propertyTaxRate | -0.001 | -0.013 | 0.036 | 0.040 | 0.074 | 0.045 | 0.016 | -0.062 | -0.032 | -0.001 | 1.000 | 0.057 |
| zipcode | -0.014 | 0.024 | 0.031 | 0.000 | 0.000 | 0.011 | -0.017 | 0.001 | -0.011 | -0.014 | 0.057 | 1.000 |
Missing values
Sample
| longitude | monthlyHoaFee | annualHomeownersInsurance | livingArea | zipcode | propertyTaxRate | bathrooms | bedrooms | price | homeType_CONDO | homeType_SINGLE_FAMILY | homeType_OTHER | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -149.90807 | 0.0 | 2840 | 2668.0 | 99501 | 1.31 | 2.0 | 3.0 | 676100 | 0 | 1 | 0 |
| 1 | -149.90822 | 0.0 | 2934 | 3179.0 | 99501 | 1.31 | 2.0 | 3.0 | 698600 | 0 | 1 | 0 |
| 2 | -149.90833 | 0.0 | 4187 | 3059.0 | 99501 | 1.31 | 3.0 | 4.0 | 996800 | 0 | 1 | 0 |
| 3 | -149.90834 | 0.0 | 2920 | 1642.0 | 99501 | 1.31 | 2.0 | 5.0 | 695300 | 0 | 1 | 0 |
| 4 | -149.90749 | 0.0 | 4100 | 4483.0 | 99501 | 1.31 | 4.0 | 4.0 | 976100 | 1 | 0 | 0 |
| 5 | -149.90723 | 0.0 | 2535 | 2560.0 | 99501 | 1.31 | 3.5 | 3.0 | 603600 | 1 | 0 | 0 |
| 6 | -149.90723 | 0.0 | 3042 | 3224.0 | 99501 | 1.31 | 3.0 | 6.0 | 724400 | 0 | 0 | 1 |
| 7 | -149.90546 | 0.0 | 1865 | 2087.0 | 99501 | 1.31 | 3.0 | 2.0 | 444100 | 1 | 0 | 0 |
| 8 | -149.91057 | 0.0 | 862 | 899.0 | 99501 | 1.31 | 1.0 | 2.0 | 205200 | 1 | 0 | 0 |
| 9 | -149.91037 | 0.0 | 1944 | 678.0 | 99501 | 1.31 | 1.0 | 1.0 | 462800 | 0 | 1 | 0 |
| longitude | monthlyHoaFee | annualHomeownersInsurance | livingArea | zipcode | propertyTaxRate | bathrooms | bedrooms | price | homeType_CONDO | homeType_SINGLE_FAMILY | homeType_OTHER | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4933 | -149.77844 | 28.0 | 2314 | 2688.0 | 99516 | 1.31 | 2.0 | 4.0 | 550900 | 0 | 1 | 0 |
| 4934 | -149.78017 | 28.0 | 1933 | 1872.0 | 99516 | 1.31 | 2.0 | 3.0 | 460300 | 0 | 1 | 0 |
| 4935 | -149.78795 | 28.0 | 1835 | 1789.0 | 99516 | 1.31 | 2.0 | 3.0 | 436800 | 0 | 1 | 0 |
| 4936 | -149.78871 | 28.0 | 1803 | 1496.0 | 99516 | 1.31 | 2.5 | 3.0 | 429400 | 0 | 1 | 0 |
| 4937 | -149.78606 | 28.0 | 1916 | 1838.0 | 99516 | 1.31 | 2.0 | 3.0 | 456300 | 0 | 1 | 0 |
| 4938 | -149.78406 | 28.0 | 2764 | 4263.0 | 99516 | 1.31 | 2.5 | 3.0 | 658100 | 0 | 1 | 0 |
| 4939 | -149.78296 | 28.0 | 2160 | 2200.0 | 99516 | 1.31 | 2.0 | 4.0 | 514200 | 0 | 1 | 0 |
| 4940 | -149.75220 | 45.0 | 2768 | 4180.0 | 99507 | 1.31 | 4.5 | 5.0 | 659000 | 0 | 1 | 0 |
| 4941 | -149.75658 | 45.0 | 2979 | 3928.0 | 99507 | 1.31 | 3.0 | 5.0 | 709400 | 0 | 1 | 0 |
| 4942 | -149.75730 | 45.0 | 2410 | 2576.0 | 99507 | 1.31 | 2.5 | 4.0 | 573900 | 0 | 1 | 0 |
Duplicate rows
Most frequently occurring
| longitude | monthlyHoaFee | annualHomeownersInsurance | livingArea | zipcode | propertyTaxRate | bathrooms | bedrooms | price | homeType_CONDO | homeType_SINGLE_FAMILY | homeType_OTHER | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -149.79823 | 348.0 | 454 | 821.0 | 99508 | 1.31 | 1.0 | 2.0 | 108100 | 1 | 0 | 0 | 2 |